Contact center platforms · October 2026 Edition
CloudTalk vs Amazon Connect
Four of fourteen models named CloudTalk first on the direct prompt; zero named Amazon Connect. CloudTalk was named by eleven of the fourteen models and Amazon Connect by eleven and CloudTalk carries 27 labels and Amazon Connect 19, so the shares are not directly comparable.
Named in thirteen categories this edition.
By Amazon, Seattle, United States, founded 1994. Named in three categories this edition.
First-choice share12%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%16%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#8A position in a field of 13; printed, not drawn.
Labels2719A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, CloudTalk reading right to left. Rank and label count are printed, not drawn.Five9 was named alongside these two in twelve of the fourteen direct answers. Five9 vs CloudTalk · Five9 vs Amazon Connect · Talkdesk vs CloudTalk
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the contact center platforms page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
CloudTalkFirst choices, of fourteen modelsAmazon Connect
Direct40
Paraphrase201 against Amazon Connect
Comparative00
Budget-constrained12
Scale-constrained00
Negative001 against CloudTalk · 2 against Amazon Connect
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where CloudTalk and Amazon Connect stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | | ||||
| Gemini 3.5 Flash | | | | |||
| Perplexity Sonar | | | ||||
| Grok 4.1 Fast | | | | |||
| Mistral Small | | |||||
| DeepSeek V4 Flash | | | ||||
| Llama 4 Maverick | | | | |||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | |||||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | |
CloudTalk Amazon Connect first choice named as an alternative argued againstblank: not namedEach cell is one answer, CloudTalk on the left and Amazon Connect on the right.The direct prompt
The plain question, one answer per model, grouped by where CloudTalk and Amazon Connect stood in it.
CloudTalk first, Amazon Connect not the choice
4 of 14 modelsAmazon Connect was named in the answer but not as the choice, or not at all.Claude Haiku 4.5CloudTalk alternatives: Five9, Genesys Cloud CX, Talkdesk
Perplexity SonarCloudTalk alternatives: Nextiva, RingCentral Contact Center, Talkdesk
Llama 4 MaverickCloudTalk alternatives: RingCX, Talkdesk
Muse Glimmer 30BCloudTalk alternatives: Aloware, Dialpad Ai Contact Center, Five9, Nextiva, Talkdesk
Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Grok 4.1 FastAircall, Talkdesk alternatives: CloudTalk, Dialpad Ai Contact Center, Five9
DeepSeek V4 FlashFive9 alternatives: CloudTalk, Dialpad Ai Contact Center, Genesys Cloud CX, Talkdesk
MiniMax M2.5Five9 alternatives: CloudTalk, Dialpad Ai Contact Center, Talkdesk
Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniGenesys Cloud CX alternatives: Dialpad Ai Contact Center, Five9, RingCentral Events, Zoom Contact Center
Gemini 3.5 FlashDialpad Ai Contact Center alternatives: Aircall, Five9, Talkdesk, Zoom Contact Center
Mistral SmallFive9 alternatives: Dialpad Ai Contact Center, Nextiva Contact Center, Talkdesk
Qwen 3.7 FlashDialpad Ai Contact Center, Five9 alternatives: Genesys Cloud CX
Kimi K2Dialpad Ai Contact Center, Five9 alternatives: Genesys Cloud CX, Nextiva
GLM 4.7 FlashXDialpad Ai Contact Center, Talkdesk alternatives: Five9, Freshdesk Contact Center, Zendesk Contact Center
GPT-6 LunaFive9 alternatives: Genesys Cloud CX, Salesforce Voice
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
CloudTalk leads by fourteen points.
CloudTalk16%#2 of 15Amazon Connect2%#– of 15Mid-marketThe figures above
CloudTalk leads by nine points.
CloudTalk12%#3 of 13Amazon Connect4%#8 of 13Enterprise
The order flips: Amazon Connect leads at enterprise.
Amazon Connect4%#3 of 9CloudTalk0%#– of 9What the models said about CloudTalk
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“CloudTalk – ⚠️ Moderate Caution ... Recurring complaints about slow response times for urgent technical matters” Kimi K2 · negative prompt · soft negative
“CloudTalk is a cloud-based contact center platform built for mid-market sales and support teams that manage high call volumes without adding overhead.” Llama 4 Maverick · direct prompt · first choice
“CloudTalk is recommended as the best overall contact center software for mid-market sales & support teams needing AI and CRM depth” Claude Haiku 4.5 · direct prompt · first choice
What the models said about Amazon Connect
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid: NICE CXone and Amazon Connect for mid-sized B2B” Kimi K2 · paraphrase prompt · hard negative
“Some users report reliable performance, but others have experienced authentication outages affecting agent login.” Mistral Small · negative prompt · soft negative
“Not a platform to avoid generally, but don’t assume it’s a plug-and-play call-center package.” GPT-6 Luna · negative prompt · soft negative
“the best fit is usually Amazon Connect for a low-cost, pay-as-you-go contact center” GPT-5.4 mini · budget prompt · first choice
“My default pick for a tight budget is Amazon Connect” GPT-6 Luna · budget prompt · first choice
“For an AWS-oriented team that wants flexibility and usage-based pricing, assess Amazon Connect Customer” GPT-6 Luna · comparative prompt · alternative
Also compared
Five9 vs CloudTalkFive9 vs Amazon ConnectTalkdesk vs CloudTalkTalkdesk vs Amazon ConnectCloudTalk vs Dialpad Ai Contact CenterCloudTalk vs LiveAgentCloudTalk vs Genesys Cloud CXCloudTalk vs NICE CXoneDialpad Ai Contact Center vs Amazon ConnectLiveAgent vs Amazon ConnectGenesys Cloud CX vs Amazon ConnectNICE CXone vs Amazon ConnectAll twenty-eight head-to-head pages and the full contact center standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.